Book
Federated Learning Techniques And Its Application In The Healthcare Industry
ISBN : 9789811287930
Author : H L Gururaj
Publisher : World Scientific
Year : 2024
Language : English
Type : Book
Description : Federated Learning is currently an emerging technology in the field of machine learning. Federated Learning is a structure which trains a centralized model for a given assignment, where the data is de-centralized across different edge devices or servers. This enables preservation of the confidentiality of data on various edge devices, as only the updated outcomes of the models are shared with the centralized model. This means the data can remain on each edge device, while we can still train a model using that data.Federated Learning
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